409 citations · 1.5k across the 95 of their papers we have counts for
8 papers · 1 filter
Detecting gender differences in perception of emotion in crowdsourced data
Shahan Ali Memon, Hira Dhamyal, Oren Wright +5
Do men and women perceive emotions differently? Popular convictions place women as more emotionally perceptive than men. Empirical findings, however, remain inconclusive. Most prio…
The phonetic bases of vocal expressed emotion: natural versus acted
Hira Dhamyal, Shahan Ali Memon, Bhiksha Raj +1
Can vocal emotions be emulated? This question has been a recurrent concern of the speech community, and has also been vigorously investigated. It has been fueled further by its lin…
W-Net BF: DNN-based Beamformer Using Joint Training Approach
Yuichiro Koyama, Bhiksha Raj
Acoustic beamformers have been widely used to enhance audio signals. The best current methods are DNN-powered variants of the generalized eigenvalue beamformer, and DNN-based filte…
Reconstructing faces from voices
Yandong Wen, Rita Singh, Bhiksha Raj
Voice profiling aims at inferring various human parameters from their speech, e.g. gender, age, etc. In this paper, we address the challenge posed by a subtask of voice profiling -…
Non-Determinism in Neural Networks for Adversarial Robustness
Daanish Ali Khan, Linhong Li, Ninghao Sha +4
Recent breakthroughs in the field of deep learning have led to advancements in a broad spectrum of tasks in computer vision, audio processing, natural language processing and other…
Nonlinear Semi-Parametric Models for Survival Analysis
Chirag Nagpal, Rohan Sangave, Amit Chahar +3
Semi-parametric survival analysis methods like the Cox Proportional Hazards (CPH) regression (Cox, 1972) are a popular approach for survival analysis. These methods involve fitting…